Edit at your own risk: evaluating the robustness of edited models to
distribution shifts

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Edit at your own risk: evaluating the robustness of edited models to distribution shifts

28 February 2023

Charles Godfrey

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Papers citing "Edit at your own risk: evaluating the robustness of edited models to distribution shifts"

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Title
Keys to Robust Edits: from Theoretical Insights to Practical AdvancesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Jianhao Yan Futing Wang Yun Luo Yafu Li Yue Zhang KELM 235 1 0 12 Oct 2024
Composable Interventions for Language Models Arinbjorn Kolbeinsson Kyle O'Brien Tianjin Huang Shanghua Gao Shiwei Liu ... Anurag J. Vaidya Faisal Mahmood Marinka Zitnik Tianlong Chen Thomas Hartvigsen KELM MU 465 4 0 09 Jul 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Joey Tianyi Zhou KELM LRM 259 20 0 27 Jun 2024
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models Christopher Burger Yifan Hu Thai Le KELM 139 0 0 22 Jun 2024
InstructEdit: Instruction-based Knowledge Editing for Large Language Models Ningyu Zhang Bo Tian Siyuan Cheng Xiaozhuan Liang Yi Hu Kouying Xue Yanjie Gou Xi Chen Huajun Chen KELM 162 10 0 25 Feb 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 425 123 0 02 Jan 2024
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 230 47 0 10 Nov 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent AdvancesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 206 39 0 11 Oct 2023